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09/14/2023
Federated Dataset Dictionary Learning for Multi-Source Domain Adaptation
In this article, we propose an approach for federated domain adaptation,...
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09/14/2023
Multi-Source Domain Adaptation meets Dataset Distillation through Dataset Dictionary Learning
In this paper, we consider the intersection of two problems in machine l...
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08/22/2023
Multi-Source Domain Adaptation for Cross-Domain Fault Diagnosis of Chemical Processes
Fault diagnosis is an essential component in process supervision. Indeed...
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07/27/2023
Multi-Source Domain Adaptation through Dataset Dictionary Learning in Wasserstein Space
This paper seeks to solve Multi-Source Domain Adaptation (MSDA), which a...
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06/28/2023
Recent Advances in Optimal Transport for Machine Learning
Recently, Optimal Transport has been proposed as a probabilistic framewo...
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10/18/2019
